Switch to perfolizer

Author: AndreyAkinshin

BenchmarkDotNet.sln.DotSettings

@@ -186,6 +186,7 @@
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=Tost/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=tracelog/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=transpiler/@EntryIndexedValue">True</s:Boolean>
+	<s:Boolean x:Key="/Default/UserDictionary/Words/=tukey/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=uname/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=Unimodal/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=versioning/@EntryIndexedValue">True</s:Boolean>

NuGet.Config

@@ -8,5 +8,6 @@
     <clear />
 
     <add key="api.nuget.org" value="https://api.nuget.org/v3/index.json" />
+    <add key="perfolizer-nightly" value="https://www.myget.org/F/perfolizer/api/v3/index.json" />
   </packageSources>
 </configuration>

samples/BenchmarkDotNet.Samples/BenchmarkDotNet.Samples.csproj

@@ -18,7 +18,7 @@
   <ItemGroup>
     <PackageReference Include="Newtonsoft.Json" Version="9.0.1" />
     <PackageReference Include="System.Drawing.Common" Version="4.5.1" />
-    <PackageReference Include="System.Memory" Version="4.5.2" />
+    <PackageReference Include="System.Memory" Version="4.5.3" />
   </ItemGroup>
   <ItemGroup>
     <ProjectReference Include="..\..\src\BenchmarkDotNet\BenchmarkDotNet.csproj" />

samples/BenchmarkDotNet.Samples/IntroOutliers.cs

@@ -3,6 +3,7 @@
 using BenchmarkDotNet.Configs;
 using BenchmarkDotNet.Jobs;
 using BenchmarkDotNet.Mathematics;
+using Perfolizer.Mathematics.OutlierDetection;
 
 namespace BenchmarkDotNet.Samples
 {

samples/BenchmarkDotNet.Samples/IntroRatioSD.cs

@@ -2,6 +2,7 @@
 using BenchmarkDotNet.Attributes;
 using BenchmarkDotNet.Engines;
 using BenchmarkDotNet.Mathematics;
+using Perfolizer.Mathematics.OutlierDetection;
 
 namespace BenchmarkDotNet.Samples
 {

samples/BenchmarkDotNet.Samples/IntroStatisticalTesting.cs

@@ -1,6 +1,7 @@
 using System.Threading;
 using BenchmarkDotNet.Attributes;
-using BenchmarkDotNet.Mathematics.StatisticalTesting;
+using Perfolizer.Mathematics.SignificanceTesting;
+using Perfolizer.Mathematics.Thresholds;
 
 namespace BenchmarkDotNet.Samples
 {

src/BenchmarkDotNet/Analysers/BaselineCustomAnalyzer.cs

@@ -1,6 +1,5 @@
 using BenchmarkDotNet.Columns;
 using BenchmarkDotNet.Reports;
-using BenchmarkDotNet.Running;
 using System.Collections.Generic;
 using System.Linq;
 using BenchmarkDotNet.Extensions;

src/BenchmarkDotNet/Analysers/Conclusion.cs

@@ -1,5 +1,4 @@
 using System;
-using System.Linq;
 using BenchmarkDotNet.Reports;
 using JetBrains.Annotations;
 

src/BenchmarkDotNet/Analysers/MinIterationTimeAnalyser.cs

@@ -2,8 +2,8 @@
 using System.Linq;
 using BenchmarkDotNet.Engines;
 using BenchmarkDotNet.Extensions;
-using BenchmarkDotNet.Horology;
 using BenchmarkDotNet.Reports;
+using Perfolizer.Horology;
 
 namespace BenchmarkDotNet.Analysers
 {

src/BenchmarkDotNet/Analysers/MultimodalDistributionAnalyzer.cs

@@ -1,10 +1,10 @@
 using System.Collections.Generic;
 using System.Globalization;
 using BenchmarkDotNet.Engines;
-using BenchmarkDotNet.Extensions;
 using BenchmarkDotNet.Mathematics;
 using BenchmarkDotNet.Reports;
 using JetBrains.Annotations;
+using Perfolizer.Mathematics.Multimodality;
 
 namespace BenchmarkDotNet.Analysers
 {
@@ -22,7 +22,7 @@ protected override IEnumerable<Conclusion> AnalyseReport(BenchmarkReport report,
             if (statistics == null || statistics.N < EngineResolver.DefaultMinWorkloadIterationCount)
                 yield break;
 
-            double mValue = MathHelper.CalculateMValue(statistics);
+            double mValue = MValueCalculator.Calculate(statistics.OriginalValues);
             if (mValue > 4.2)
                 yield return Create("is multimodal", mValue, report, summary.Style.CultureInfo);
             else if (mValue > 3.2)